Autoregressive Density Estimation Transformers for Multivariate Time Series Anomaly Detection

Mohammed Ayalew Belay; Adil Rasheed; Pierluigi Salvo Rossi

doi:10.1109/icassp49660.2025.10888728

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Autoregressive Density Estimation Transformers for Multivariate Time Series Anomaly Detection

Mohammed Ayalew Belay Adil Rasheed Pierluigi Salvo Rossi

Year: 2025 Pages: 1-5

DOI: 10.1109/icassp49660.2025.10888728

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Keywords:

Autoregressive model Time series Multivariate statistics Anomaly detection Computer science STAR model Series (stratigraphy) Autoregressive integrated moving average Density estimation Estimation Artificial intelligence Statistics Mathematics Machine learning Engineering Geology

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Anomaly Detection Techniques and Applications

Physical Sciences → Computer Science → Artificial Intelligence

Fault Detection and Control Systems

Physical Sciences → Engineering → Control and Systems Engineering

Time Series Analysis and Forecasting

Physical Sciences → Computer Science → Signal Processing

Autoregressive Density Estimation Transformers for Multivariate Time Series Anomaly Detection

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